Regulation of artery morphogenesis

pathway activity — cross-omics
GO:1905651Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of artery morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the CCRCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are JAM3, CSRNP3, and CDH11, each associated with the pathway in up to 6 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The scatter plot shows the strongest association, Regulation of artery morphogenesis activity versus JAM3 in CCRCC (Pearson r = -0.05).

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
CCRCCJAM3 →+0.771+0.718<.001<.00136
HNSCCSRNP3 →+0.754+0.554<.001.00135
HNSCCDH11 →+0.596+0.427.001.00235
HNSCOLFML1 →+0.740+0.996<.001<.00135
PDACNGF →+0.376+0.276<.001.00434
HNSCSNED1 →+0.727+0.696<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:1905651 vs JAM3 — CCRCC

Per-sample scatter of Regulation of artery morphogenesis activity vs JAM3 in CCRCC.

Explore this scatter interactively →

Exploration